Multi-Agent Systems

Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment AAAI 2022 Marginalized Operators for Off-policy Reinforcement Learning AISTATS 2022 Matching in Multi-arm Bandit with Collision NeurIPS 2022 MDPGT: Momentum-Based Decentralized Policy Gradient Tracking AAAI 2022 Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach IJCAI 2022 Multi-Agent Incentive Communication via Decentralized Teammate Modeling AAAI 2022 Multi-Agent Multi-Armed Bandits with Limited Communication JMLR 2022 Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism JMLR 2022 Multiagent Q-learning with Sub-Team Coordination NeurIPS 2022 Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter AAAI 2022 Multi-Agent Reinforcement Learning is a Sequence Modeling Problem NeurIPS 2022 Multi-Leader Congestion Games with an Adversary AAAI 2022 Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models AAAI 2022 Multi-Unit Auction in Social Networks with Budgets AAAI 2022 MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction CVPR 2022 Near-Optimal Multi-Agent Learning for Safe Coverage Control NeurIPS 2022 Network Creation with Homophilic Agents IJCAI 2022 Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members NeurIPS 2022 OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control AAAI 2022 Off-Team Learning NeurIPS 2022 On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning ICML 2022 On Improving Resource Allocations by Sharing AAAI 2022 Online Allocation and Learning in the Presence of Strategic Agents NeurIPS 2022 Online Task Assignment Problems with Reusable Resources AAAI 2022 On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games ICML 2022